A review of clustering algorithms in VANETs

M Ren, J Zhang, L Khoukhi, H Labiod… - Annals of …, 2021 - Springer
In vehicular ad hoc network (VANET), lots of information should be delivered on a large
scale in a limited time. Meanwhile, vehicles are quite dynamic with high velocities, which …

Survey and taxonomy of clustering algorithms in 5G

MF Khan, KLA Yau, RMD Noor, MA Imran - Journal of Network and …, 2020 - Elsevier
The large-scale deployment of fifth generation (5G) is expected to produce a massive
amount of data with high variability due to ultra-densification and the rapid increase in a …

A data dissemination scheme based on clustering and probabilistic broadcasting in VANETs

L Liu, C Chen, T Qiu, M Zhang, S Li, B Zhou - Vehicular Communications, 2018 - Elsevier
Abstract VANETs (Vehicular Ad hoc Networks) have attracted tremendous attentions due to
their high applicability and commercial value. However, the frequent topology changes …

Clustered vehicular federated learning: Process and optimization

A Taik, Z Mlika, S Cherkaoui - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Federated Learning (FL) is expected to play a prominent role for privacy-preserving machine
learning (ML) in autonomous vehicles. FL involves the collaborative training of a single ML …

An intelligent machine learning based routing scheme for VANET

K Kandali, L Bennis, O El Bannay, H Bennis - IEEE Access, 2022 - ieeexplore.ieee.org
Today, Vehicular Ad-hoc Networks (VANET) have become an interesting research topic for
develo** Intelligent Transport Systems. In urban environments, vehicles move …

An unsupervised cluster-based VANET-oriented evolving graph (CVoEG) model and associated reliable routing scheme

Z Khan, P Fan, S Fang, F Abbas - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In vehicular ad hoc networks (VANETs), communication links break more frequently due to
the high-speed vehicles. In this paper, a novel cluster-based VANET oriented evolving …

Double‐head clustering for resilient VANETs

GH Alsuhli, A Khattab, YA Fahmy - … communications and mobile …, 2019 - Wiley Online Library
Scalability and the highly dynamic topology of Vehicular Ad Hoc Networks (VANETs) are the
biggest challenges that slow the roll‐out of such a promising technology. Adopting an …

Trust management in vehicular ad-hoc networks: Extensive survey

H Amari, Z Abou El Houda, L Khoukhi… - Ieee …, 2023 - ieeexplore.ieee.org
Over the past few decades, Intelligent Transportation System (ITS) has become a vital and
extensive element of daily human life and activity. Vehicular Ad hoc Networks (VANETs) …

Secure and stable vehicular ad hoc network clustering algorithm based on hybrid mobility similarities and trust management scheme

S Oubabas, R Aoudjit, JJPC Rodrigues… - Vehicular …, 2018 - Elsevier
Clustering is currently receiving great attention due to the emergence of Vehicular Ad-Hoc
Network (VANET) technology. It is a challenging issue due to the high mobility of vehicles …

Efficient and reliable cluster‐based data transmission for vehicular ad hoc networks

X Ji, H Yu, G Fan, H Sun, L Chen - Mobile Information Systems, 2018 - Wiley Online Library
Vehicular ad hoc network (VANET) is an emerging technology for the future intelligent
transportation systems (ITSs). The current researches are intensely focusing on the …